Boxiao Chen

University of Illinois at Chicago - College of Business Administration

Assistant Professor

601 S Morgan St

Chicago, IL 60607

United States

SCHOLARLY PAPERS

14

DOWNLOADS
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3,479

SSRN CITATIONS
Rank 19,154

SSRN RANKINGS

Top 19,154

in Total Papers Citations

37

CROSSREF CITATIONS

17

Scholarly Papers (14)

1.

Nonparametric Learning Algorithms for Joint Pricing and Inventory Control with Lost-Sales and Censored Demand

Number of pages: 44 Posted: 10 Sep 2016 Last Revised: 09 Oct 2020
Boxiao Chen, Xiuli Chao and Cong Shi
University of Illinois at Chicago - College of Business Administration, University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering
Downloads 520 (76,366)
Citation 5

Abstract:

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algorithm, joint pricing and inventory control, lost-sales, censored demand, nonparametric

2.

Coordinating Pricing and Inventory Replenishment with Nonparametric Demand Learning

Ross School of Business Paper No. 1294
Number of pages: 78 Posted: 25 Nov 2015 Last Revised: 13 Feb 2019
Boxiao Chen, Xiuli Chao and Hyun-Soo Ahn
University of Illinois at Chicago - College of Business Administration, University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering and University of Michigan, Stephen M. Ross School of Business
Downloads 515 (77,304)
Citation 20

Abstract:

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dynamic pricing, inventory control, demand learning, nonparametric estimation, nonperishable products, asymptotic optimality

3.

Multi-Modal Dynamic Pricing

Number of pages: 37 Posted: 26 Nov 2019 Last Revised: 20 Jul 2020
Yining Wang, Boxiao Chen and David Simchi-Levi
University of Florida - Warrington College of Business Administration, University of Illinois at Chicago - College of Business Administration and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 473 (85,663)
Citation 3

Abstract:

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multi-modal reward function, dynamic pricing, nonparametric learning, asymptotic analyses

4.

Dynamic Pricing and Inventory Control with Fixed Ordering Cost and Incomplete Demand Information

Number of pages: 49 Posted: 24 Jun 2020 Last Revised: 18 Jan 2021
University of Illinois at Chicago - College of Business Administration, Massachusetts Institute of Technology (MIT) - School of Engineering, University of Florida - Warrington College of Business Administration and University of Illinois at Urbana-Champaign
Downloads 466 (87,245)

Abstract:

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dynamic pricing, inventory control, fixed ordering cost, online learning, asymptotic analysis

5.

Optimal Policies for Dynamic Pricing and Inventory Control with Nonparametric Censored Demands

Number of pages: 58 Posted: 17 Dec 2020 Last Revised: 26 Dec 2020
Boxiao Chen, Yining Wang and Yuan Zhou
University of Illinois at Chicago - College of Business Administration, University of Florida - Warrington College of Business Administration and University of Illinois at Urbana-Champaign
Downloads 345 (122,928)

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dynamic pricing, inventory replenishment, censored demand, lost sales, regret minimization, bandit learning, non-concavity

6.

Tailored Base-Surge Policies in Dual-Sourcing Inventory Systems with Demand Learning

Number of pages: 66 Posted: 27 Sep 2019 Last Revised: 29 Jun 2021
Boxiao Chen and Cong Shi
University of Illinois at Chicago - College of Business Administration and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering
Downloads 291 (147,117)
Citation 8

Abstract:

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inventory, dual-sourcing, censored demand, nonparametric, learning, regret analysis

7.

Dynamic Inventory Control with Stockout Substitution and Demand Learning

Number of pages: 78 Posted: 11 May 2018 Last Revised: 08 Aug 2019
Boxiao Chen and Xiuli Chao
University of Illinois at Chicago - College of Business Administration and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering
Downloads 251 (170,728)
Citation 3

Abstract:

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inventory control, stockout substitution, demand learning, asymptotic optimality

8.

Data-Driven Inventory Control with Shifting Demand

Number of pages: 34 Posted: 19 Dec 2019 Last Revised: 31 Dec 2019
Boxiao Chen
University of Illinois at Chicago - College of Business Administration
Downloads 177 (235,277)

Abstract:

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inventory control, shifting demand, nonparametric learning, censored demand, asymptotic optimality

9.

Data Based Dynamic Pricing and Inventory Control with Censored Demand and Limited Price Changes

Number of pages: 61 Posted: 09 Dec 2015 Last Revised: 11 Feb 2020
Boxiao Chen, Xiuli Chao and Yining Wang
University of Illinois at Chicago - College of Business Administration, University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering and University of Florida - Warrington College of Business Administration
Downloads 168 (245,836)
Citation 7

Abstract:

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dynamic pricing, inventory replenishment, limited price changes, data-driven algorithm, censored demand, asymptotic analyses

10.

Self-adapting Robustness in Demand Learning

Number of pages: 40 Posted: 17 Dec 2020
University of Illinois at Chicago - College of Business Administration, University of Illinois at Chicago - College of Business Administration, University of Illinois at Chicago - College of Business Administration and University of Michigan, Stephen M. Ross School of Business
Downloads 135 (293,269)

Abstract:

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dynamic pricing, demand learning, self-adapting algorithm, robust optimization, risk management, regret minimization

11.

Pricing and Positioning of Horizontally Differentiated Products with Incomplete Demand Information

Number of pages: 63 Posted: 10 Sep 2020 Last Revised: 29 Jan 2021
Arnoud V. den Boer, Boxiao Chen and Yining Wang
University of Amsterdam - Korteweg-de Vries Institute for Mathematics, University of Illinois at Chicago - College of Business Administration and University of Florida - Warrington College of Business Administration
Downloads 97 (369,511)

Abstract:

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Horizontal Product Differentiation, Hotelling Model, Dynamic Pricing, Product Positioning, Incomplete Information

12.

Parametric Demand Learning with Limited Price Explorations in a Backlog Stochastic Inventory System

Chen, B. and Chao, X., 2019. Parametric demand learning with limited price explorations in a backlog stochastic inventory system. IISE Transactions, 51(6), pp.605-613.
Number of pages: 22 Posted: 25 Apr 2018 Last Revised: 19 Sep 2020
Boxiao Chen and Xiuli Chao
University of Illinois at Chicago - College of Business Administration and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering
Downloads 29 (636,031)
Citation 2

Abstract:

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backlog inventory control, parametric demand learning, limited price exploration, asymptotic optimality

13.

Sample Complexity of Policy Learning for Inventory Control with Censored Demand

Number of pages: 43 Posted: 05 Aug 2022
Xiaoyu Fan, Boxiao Chen and Zhengyuan Zhou
New York University (NYU), University of Illinois at Chicago - College of Business Administration and New York University (NYU)
Downloads 12 (770,639)

Abstract:

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14.

Online Learning for Dual Index Policies in Dual Sourcing Systems

Posted: 29 Jun 2022
Jingwen Tang, Boxiao Chen and Cong Shi
University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering, University of Illinois at Chicago - College of Business Administration and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering

Abstract:

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inventory, dual sourcing, dual index policy, learning, bandits, sample average approximation